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from ultralytics import YOLO

# Load a model
model = YOLO("/root/ultralytics-main/runs/detect/train61/weights/best.pt")  # load a pretrained model (recommended for training)

# Use the model

metrics = model.val(data="mydata-val.yaml")  # evaluate model performance on the validation set
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